PROJECTS

What we've built. The work speaks.

GAZR

Gazing Adaptive Zoom Robot. YouTube Live Chat integration with Stellarium astronomy software for real-time remote telescope control through chat commands.

Python pytchat Stellarium API Docker

MoDe

Motion Detector. Computer vision application that detects motion in YouTube streams and local video files using OpenCV. Supports quadrant analysis and ring buffer recording.

Python OpenCV Computer Vision YouTube

REAPR

Real-time Event Annotation & Processing Recorder. Monitors YouTube Live chat, filters messages by custom keywords, stores in MySQL, and syncs with Google Sheets.

Python MySQL Google Sheets API Docker

Terraform Multi-Cloud LAMP Stack

Production-ready multi-cloud infrastructure deployment using Terraform. Deploys identical LAMP stack architecture across AWS, GCP, and Azure simultaneously with modular, reusable components for networking, compute, databases, and load balancing.

Terraform AWS GCP Azure Cloudflare API CI/CD

REAPR-web

Flask-based web interface for REAPR data. Searchable, filterable table view with CSV export for analyzing YouTube livestream observations.

Flask jQuery DataTables MySQL

audio_server

Production-ready Docker container deploying Meta's MusicGen model for AI-powered music generation. GPU-accelerated with Gradio web interface.

Docker PyTorch MusicGen Gradio

magic mirror

Voice-activated AI assistant with computer vision for a smart mirror. Integrates speech recognition, Ollama LLM, and neural text-to-speech for hands-free interaction.

Python OpenCV Ollama TTS

ZDFinder

ZeroDay Finder. Automated security vulnerability analysis tool that uses Ollama and LLMs to analyze source code repositories. Detects OWASP Top 10, CWE Top 25, and generates proof-of-concept scripts for each finding.

Python Ollama Security LLM

autosort

AI-Powered file organization tool that leverages local LLMs via Ollama to analyze and categorize files. Automatically moves files into appropriate folders, handles duplicates with MD5 hashing, and includes a simulation mode for safe testing.

Python Ollama LLM Automation

action-agent

Autonomous AI system admin agent for macOS that administers itself and multiple Linux systems over SSH. Uses Ollama with qwen3-coder for AI-powered troubleshooting.

Python Ollama SSH AI Agents

admin-assistant

CLI tool leveraging Ollama to generate and execute shell commands for system administration tasks. Supports interactive and dry-run modes.

Python Ollama CLI Automation

autosec

Security automation toolkit. Vulnerability scanning and security assessment tools for identifying and addressing system weaknesses.

Python Security Vulnerability Scanning

doomer

News analyzer that scrapes and analyzes news content. Provides insights and aggregation from various sources.

Python Web Scraping NLP

Revelation IRCd 2.0.1

IRC daemon based on Titan IRCd / Bahamut with added features, fixes and enhancements. Originally developed for the Observers and Textbox IRC Networks. Written in C, released under GPL.

C IRC Network Servers GPL

WHAT WE BUILD

Our projects span multiple domains:

COMPUTER VISION

Motion detection, facial analysis, and real-time video processing. I teach machines to see.

AI & LLM

Local AI agents, voice assistants, and ML deployment. Intelligence without the cloud.

AUTOMATION

System administration, data processing, and workflow automation. Build once, run forever.

INTEGRATION

APIs, data pipelines, and real-time sync. Making different systems talk to each other.